Your first neural network

In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.

In [1]:
%matplotlib inline
%config InlineBackend.figure_format = 'retina'

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

Load and prepare the data

A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!

In [2]:
data_path = 'Bike-Sharing-Dataset/hour.csv'

rides = pd.read_csv(data_path)
In [3]:
rides.head()
Out[3]:
instant dteday season yr mnth hr holiday weekday workingday weathersit temp atemp hum windspeed casual registered cnt
0 1 2011-01-01 1 0 1 0 0 6 0 1 0.24 0.2879 0.81 0.0 3 13 16
1 2 2011-01-01 1 0 1 1 0 6 0 1 0.22 0.2727 0.80 0.0 8 32 40
2 3 2011-01-01 1 0 1 2 0 6 0 1 0.22 0.2727 0.80 0.0 5 27 32
3 4 2011-01-01 1 0 1 3 0 6 0 1 0.24 0.2879 0.75 0.0 3 10 13
4 5 2011-01-01 1 0 1 4 0 6 0 1 0.24 0.2879 0.75 0.0 0 1 1

Checking out the data

This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.

Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.

In [4]:
rides[:24*10].plot(x='dteday', y='cnt')
Out[4]:
<matplotlib.axes._subplots.AxesSubplot at 0x107eb24e0>

Dummy variables

Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().

In [5]:
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
    dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
    rides = pd.concat([rides, dummies], axis=1)

fields_to_drop = ['instant', 'dteday', 'season', 'weathersit', 
                  'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
Out[5]:
yr holiday temp hum windspeed casual registered cnt season_1 season_2 ... hr_21 hr_22 hr_23 weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 weekday_6
0 0 0 0.24 0.81 0.0 3 13 16 1 0 ... 0 0 0 0 0 0 0 0 0 1
1 0 0 0.22 0.80 0.0 8 32 40 1 0 ... 0 0 0 0 0 0 0 0 0 1
2 0 0 0.22 0.80 0.0 5 27 32 1 0 ... 0 0 0 0 0 0 0 0 0 1
3 0 0 0.24 0.75 0.0 3 10 13 1 0 ... 0 0 0 0 0 0 0 0 0 1
4 0 0 0.24 0.75 0.0 0 1 1 1 0 ... 0 0 0 0 0 0 0 0 0 1

5 rows × 59 columns

Scaling target variables

To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.

The scaling factors are saved so we can go backwards when we use the network for predictions.

In [6]:
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
    mean, std = data[each].mean(), data[each].std()
    scaled_features[each] = [mean, std]
    data.loc[:, each] = (data[each] - mean)/std

Splitting the data into training, testing, and validation sets

We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.

In [7]:
# Save data for approximately the last 21 days 
test_data = data[-21*24:]

# Now remove the test data from the data set 
data = data[:-21*24]

# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]

We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).

In [8]:
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]

Time to build the network

Below you'll build your network. We've built out the structure. You'll implement both the forward pass and backwards pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.

We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.

Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.

Below, you have these tasks:

  1. Implement the sigmoid function to use as the activation function. Set self.activation_function in __init__ to your sigmoid function.
  2. Implement the forward pass in the train method.
  3. Implement the backpropagation algorithm in the train method, including calculating the output error.
  4. Implement the forward pass in the run method.
In [9]:
#############
# In the my_answers.py file, fill out the TODO sections as specified
#############

from my_answers import NeuralNetwork
In [10]:
def MSE(y, Y):
    return np.mean((y-Y)**2)

Unit tests

Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.

In [11]:
import unittest

inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
                       [0.4, 0.5],
                       [-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
                       [-0.1]])

class TestMethods(unittest.TestCase):
    
    ##########
    # Unit tests for data loading
    ##########
    
    def test_data_path(self):
        # Test that file path to dataset has been unaltered
        self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
        
    def test_data_loaded(self):
        # Test that data frame loaded
        self.assertTrue(isinstance(rides, pd.DataFrame))
    
    ##########
    # Unit tests for network functionality
    ##########

    def test_activation(self):
        network = NeuralNetwork(3, 2, 1, 0.5)
        # Test that the activation function is a sigmoid
        self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))

    def test_train(self):
        # Test that weights are updated correctly on training
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()
        
        network.train(inputs, targets)
        self.assertTrue(np.allclose(network.weights_hidden_to_output, 
                                    np.array([[ 0.37275328], 
                                              [-0.03172939]])))
        self.assertTrue(np.allclose(network.weights_input_to_hidden,
                                    np.array([[ 0.10562014, -0.20185996], 
                                              [0.39775194, 0.50074398], 
                                              [-0.29887597, 0.19962801]])))

    def test_run(self):
        # Test correctness of run method
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()

        self.assertTrue(np.allclose(network.run(inputs), 0.09998924))

suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
y
[ 0.4]
final_outputs
[ 0.09998924]
hidden_error
[ 0.09000323 -0.03000108]
output_error_term
[ 0.30001076]
hidden_error_term
[ 0.02248057 -0.00743984]
delta_weights_i_h, delta_weights_h_o
[[ 0.01124028 -0.00371992]
 [-0.00449611  0.00148797]
 [ 0.00224806 -0.00074398]] [[ 0.14550657]
 [ 0.13654123]]
weights:
[[ 0.10562014 -0.20185996]
 [ 0.39775194  0.50074398]
 [-0.29887597  0.19962801]]
[[ 0.37275328]
 [-0.03172939]]
----------------------------------------------------------------------
Ran 5 tests in 0.007s

OK
Out[11]:
<unittest.runner.TextTestResult run=5 errors=0 failures=0>

Training the network

Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.

You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.

Choose the number of iterations

This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, this process can have sharply diminishing returns and can waste computational resources if you use too many iterations. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. The ideal number of iterations would be a level that stops shortly after the validation loss is no longer decreasing.

Choose the learning rate

This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. Normally a good choice to start at is 0.1; however, if you effectively divide the learning rate by n_records, try starting out with a learning rate of 1. In either case, if the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.

Choose the number of hidden nodes

In a model where all the weights are optimized, the more hidden nodes you have, the more accurate the predictions of the model will be. (A fully optimized model could have weights of zero, after all.) However, the more hidden nodes you have, the harder it will be to optimize the weights of the model, and the more likely it will be that suboptimal weights will lead to overfitting. With overfitting, the model will memorize the training data instead of learning the true pattern, and won't generalize well to unseen data.

Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose. You'll generally find that the best number of hidden nodes to use ends up being between the number of input and output nodes.

In [12]:
import sys

####################
### Set the hyperparameters in you myanswers.py file ###
####################

from my_answers import iterations, learning_rate, hidden_nodes, output_nodes


N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)

losses = {'train':[], 'validation':[]}
for ii in range(iterations):
    # Go through a random batch of 128 records from the training data set
    batch = np.random.choice(train_features.index, size=128)
    X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
                             
    network.train(X, y)
    
    # Printing out the training progress
    train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
    val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
    sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
                     + "% ... Training loss: " + str(train_loss)[:5] \
                     + " ... Validation loss: " + str(val_loss)[:5])
    sys.stdout.flush()
    
    losses['train'].append(train_loss)
    losses['validation'].append(val_loss)
/anaconda3/envs/dlnd/lib/python3.6/site-packages/ipykernel_launcher.py:17: DeprecationWarning: 
.ix is deprecated. Please use
.loc for label based indexing or
.iloc for positional indexing

See the documentation here:
http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated
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delta_weights_i_h, delta_weights_h_o
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0.4770828479937677
final_outputs
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hidden_error
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hidden_error_term
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y
1.1331365175708803
final_outputs
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hidden_error
[-0.45497284 -2.38780924]
output_error_term
[ 1.81597217]
hidden_error_term
[-0.11154824 -0.57795526]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 0.0% ... Training loss: 1.447 ... Validation loss: 2.195y
-0.9563117241915204
final_outputs
[-0.57819767]
hidden_error
[ 0.07898145  0.4835045 ]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.01274849 -0.07793938]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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 [  4.00637505e-02  -1.14779692e-02]
 [ -9.85891996e-02   1.84128752e-02]
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[[-0.17838164]
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Progress: 1.0% ... Training loss: 1.390 ... Validation loss: 2.129y
-0.559371688817133
final_outputs
[-0.52844459]
hidden_error
[ 0.00551683  0.03865482]
output_error_term
[-0.0309271]
hidden_error_term
[ 0.00137758  0.00878225]
delta_weights_i_h, delta_weights_h_o
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hidden_error
[-0.05296726 -0.3711264 ]
output_error_term
[ 0.29693226]
hidden_error_term
[-0.01316245 -0.08445507]
delta_weights_i_h, delta_weights_h_o
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y
1.309554311070608
final_outputs
[-0.59894073]
hidden_error
[-0.34044047 -2.38536864]
output_error_term
[ 1.90849504]
hidden_error_term
[-0.08478305 -0.57798151]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.05530624]
hidden_error_term
[-0.0024639  -0.01699951]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.64390224]
hidden_error
[-0.13210663 -0.9256332 ]
output_error_term
[ 0.74058422]
hidden_error_term
[-0.03248783 -0.22746142]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.75170331]
hidden_error
[ 0.04633266  0.32463968]
output_error_term
[-0.25973898]
hidden_error_term
[ 0.01158077  0.0808461 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[ 0.01627728  0.11428306]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.0533248  -0.37506393]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 2.0% ... Training loss: 1.324 ... Validation loss: 2.052y
-0.537319464629667
final_outputs
[-0.63932544]
hidden_error
[-0.01432069 -0.12420796]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.01522387 -0.1297047 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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y
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hidden_error_term
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hidden_error
[ 0.01818706  0.20156638]
output_error_term
[-0.16921457]
hidden_error_term
[ 0.00447207  0.0503913 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.04718477  0.52294675]
output_error_term
[-0.43901274]
hidden_error_term
[ 0.01179618  0.12962964]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 4.0% ... Training loss: 1.228 ... Validation loss: 1.934y
2.776027219537095
final_outputs
[-0.42774478]
hidden_error
[-0.24738692 -3.73224146]
output_error_term
[ 3.203772]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.04047754  0.61067074]
output_error_term
[-0.52420237]
hidden_error_term
[ 0.00998896  0.13859908]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.75131114]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 5.0% ... Training loss: 1.182 ... Validation loss: 1.877y
1.7836771311011264
final_outputs
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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 [-0.11960814  0.1348892 ]
 [ 0.04860548  0.1298897 ]
 [ 0.10178646  0.12915472]
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 [ 0.06200398  0.07209631]
 [-0.11198361  0.26860877]
 [ 0.08510067 -0.123169  ]
 [-0.02960698 -0.12597003]
 [ 0.0687948  -0.04577088]
 [ 0.0502704  -0.12272096]
 [ 0.00603199  0.35900292]
 [ 0.01034297 -0.22538199]
 [ 0.04441591  0.02956221]
 [-0.15241375  0.13177012]
 [-0.04825007  0.19047172]
 [-0.08540044 -0.04252099]
 [-0.11966266  0.13069959]
 [-0.11247559 -0.089096  ]
 [-0.09619962  0.16996169]
 [ 0.01670862  0.01909534]
 [-0.09363429 -0.17033483]
 [-0.17633376  0.18429525]
 [ 0.12073217 -0.10321971]
 [ 0.06249014 -0.03728943]
 [ 0.02799159 -0.03151507]
 [ 0.05151632 -0.21053686]
 [ 0.06653845 -0.12854813]
 [ 0.05120555  0.05078513]
 [ 0.03876543 -0.02496881]
 [-0.09911203  0.01260271]
 [ 0.08577066 -0.08516914]
 [ 0.05702582  0.19989234]
 [-0.10331095 -0.00213361]
 [ 0.09235383 -0.09203285]
 [ 0.05893466  0.02525097]
 [ 0.11102464  0.06622185]
 [ 0.20394329 -0.17479607]
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 [ 0.18621734  0.07004187]
 [-0.12592699  0.05215612]
 [ 0.02211637 -0.08563653]]
[[-0.02191242]
 [-1.12357714]]
Progress: 6.0% ... Training loss: 1.156 ... Validation loss: 1.842y
1.1441626296646132
final_outputs
[-0.60358491]
hidden_error
[-0.03829739 -1.96372918]
output_error_term
[ 1.74774754]
hidden_error_term
[-0.00911875 -0.48921463]
delta_weights_i_h, delta_weights_h_o
[[-0.00911875 -0.48921463]
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y
0.7527356503370923
final_outputs
[-0.41465569]
hidden_error
[-0.02558038 -1.31165423]
output_error_term
[ 1.16739134]
hidden_error_term
[-0.00637551 -0.30214562]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.49355607]
hidden_error
[ 0.00808642  0.41463783]
output_error_term
[-0.3690337]
hidden_error_term
[ 0.00197245  0.10168773]
delta_weights_i_h, delta_weights_h_o
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y
-0.7137372581293947
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[-0.49237994]
hidden_error
[ 0.00485048  0.24871202]
output_error_term
[-0.22135731]
hidden_error_term
[ 0.00119775  0.0608669 ]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.5450988]
hidden_error
[ 0.01046033  0.53636157]
output_error_term
[-0.4773696]
hidden_error_term
[ 0.0025645   0.13380048]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[-0.51051633]
hidden_error_term
[ 0.00279033  0.14169297]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
[-0.00840518 -0.43133889]
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y
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hidden_error_term
[-0.00312368 -0.16166694]
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y
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[-0.42237495]
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output_error_term
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hidden_error_term
[-0.01069662 -0.53089074]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.49951369]
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output_error_term
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hidden_error_term
[-0.00176749 -0.08998301]
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y
1.971121036694587
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y
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.00531213 -0.26199092]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.00704503 -0.3612395 ]
output_error_term
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hidden_error_term
[-0.00175715 -0.08879356]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[-0.47639557]
hidden_error_term
[ 0.00260084  0.13304838]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.71309622]
hidden_error
[-0.00747583 -0.38332906]
output_error_term
[ 0.34116844]
hidden_error_term
[-0.00186097 -0.0897897 ]
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weights:
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Progress: 7.0% ... Training loss: 1.123 ... Validation loss: 1.799y
-1.0334945088476513
final_outputs
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hidden_error
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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[ 0.00436999 -0.70713938]
output_error_term
[ 0.64098238]
hidden_error_term
[ 0.001091   -0.17345599]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.26053876]
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[ 0.01664293 -2.69311223]
output_error_term
[ 2.44115592]
hidden_error_term
[ 0.00409566 -0.49071942]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.47496533]
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output_error_term
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hidden_error_term
[ 0.00164421 -0.26684751]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[ 2.92749682]
hidden_error_term
[ 0.00496833 -0.72523044]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[ 1.26539431]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.36179891]
hidden_error
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output_error_term
[-0.09833777]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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[-0.41950525]
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output_error_term
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hidden_error_term
[ 0.00139376 -0.21519226]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.42075753]
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hidden_error_term
[-0.00100538  0.15560781]
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y
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output_error_term
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hidden_error_term
[ 0.00602789 -0.96520373]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
[ 0.00362202 -0.5604385 ]
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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y
0.08014281261938024
final_outputs
[-0.39316879]
hidden_error
[ 0.00322687 -0.52216298]
output_error_term
[ 0.4733116]
hidden_error_term
[ 0.00075197 -0.12034731]
delta_weights_i_h, delta_weights_h_o
[[  8.41787449e-02  -1.28908814e+01]
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y
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final_outputs
[-0.58765686]
hidden_error
[ 0.00026801 -0.04336868]
output_error_term
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hidden_error_term
[  6.69260958e-05  -1.07870085e-02]
delta_weights_i_h, delta_weights_h_o
[[  8.41787449e-02  -1.28908814e+01]
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y
-0.4105191755517376
final_outputs
[-0.48352306]
hidden_error
[ 0.00049771 -0.08053875]
output_error_term
[ 0.07300389]
hidden_error_term
[ 0.00012371 -0.01985567]
delta_weights_i_h, delta_weights_h_o
[[  8.43024516e-02  -1.29107371e+01]
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y
-1.027981452800785
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[-0.59349965]
hidden_error
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output_error_term
[-0.4344818]
hidden_error_term
[-0.00069915  0.1190516 ]
delta_weights_i_h, delta_weights_h_o
[[  8.43024516e-02  -1.29107371e+01]
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y
-1.0004161725664524
final_outputs
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hidden_error
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output_error_term
[-0.61385034]
hidden_error_term
[-0.00104547  0.15478222]
delta_weights_i_h, delta_weights_h_o
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weights:
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[[ 0.0354148 ]
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Progress: 8.0% ... Training loss: 1.094 ... Validation loss: 1.758y
-0.86258977139479
final_outputs
[-0.44873849]
hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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output_error_term
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hidden_error_term
[ 0.00914702 -0.23737599]
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.00413797  0.12860239]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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weights:
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Progress: 9.0% ... Training loss: 1.067 ... Validation loss: 1.719y
-0.9452856120977874
final_outputs
[-0.47344159]
hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 10.0% ... Training loss: 1.046 ... Validation loss: 1.690y
0.4219522875251028
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
[ 0.05697223 -0.67672635]
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.08239005 -0.96824081]
delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
[-0.01287116  0.1472418 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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hidden_error_term
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y
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output_error_term
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hidden_error_term
[ 0.02715529 -0.308686  ]
delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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Progress: 11.0% ... Training loss: 1.030 ... Validation loss: 1.668y
1.2489106945550768
final_outputs
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hidden_error
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output_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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y
0.5983700810248306
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hidden_error
[ 0.08864728 -0.8742646 ]
output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
[ 0.02819179 -0.26681921]
delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error
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output_error_term
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hidden_error_term
[ 0.02358097 -0.23117162]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.03446728 -0.33131566]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 12.0% ... Training loss: 1.015 ... Validation loss: 1.645y
-0.23961443809887634
final_outputs
[-0.17441181]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
[ 0.03222983 -0.2641864 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
3.7408120277387313
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hidden_error
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output_error_term
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hidden_error_term
[ 0.12010946 -0.9225218 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.00568098  0.04249611]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 13.0% ... Training loss: 0.999 ... Validation loss: 1.621y
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final_outputs
[-0.60809554]
hidden_error
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output_error_term
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hidden_error_term
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0.37784783915017084
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.01393745 -0.06704856]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 14.0% ... Training loss: 0.986 ... Validation loss: 1.602y
-1.0059292286133188
final_outputs
[-0.3499247]
hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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Progress: 15.0% ... Training loss: 0.975 ... Validation loss: 1.586y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
[ 0.02045633 -0.11427344]
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.05613413 -0.29823783]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
[ 0.03721617 -0.2090609 ]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.03333374 -0.1787765 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.15043462  0.838928  ]
output_error_term
[-0.84207187]
hidden_error_term
[-0.0372914   0.16235744]
delta_weights_i_h, delta_weights_h_o
[[  9.17749889e-01  -4.46143032e+00]
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y
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final_outputs
[-0.51088271]
hidden_error
[-0.09139386  0.50967568]
output_error_term
[-0.51158568]
hidden_error_term
[-0.02284308  0.12221149]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 16.0% ... Training loss: 0.966 ... Validation loss: 1.574y
-1.0169553407070517
final_outputs
[-0.49383431]
hidden_error
[-0.10000723  0.51826382]
output_error_term
[-0.52312103]
hidden_error_term
[-0.02499536  0.12474024]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.09957762  0.51603745]
output_error_term
[-0.52087379]
hidden_error_term
[-0.02489411  0.12890711]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.34256435]
hidden_error
[ 0.21571679 -1.11790129]
output_error_term
[ 1.12837834]
hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
[ 0.10863614 -0.531444  ]
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 17.0% ... Training loss: 0.952 ... Validation loss: 1.550y
1.546615721085867
final_outputs
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hidden_error
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output_error_term
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output_error_term
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hidden_error_term
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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y
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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y
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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 [  6.76601508e-02  -1.38231512e-01]
 [  5.34725604e-02   2.90060528e-02]
 [  4.17557988e-02  -5.12668417e-02]
 [ -9.79060166e-02   1.50568706e-03]
 [  8.63515273e-02  -9.11752227e-02]
 [  5.75310573e-02   1.94164710e-01]
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Progress: 18.0% ... Training loss: 0.940 ... Validation loss: 1.529y
-0.6806589218481958
final_outputs
[-0.21119816]
hidden_error
[-0.11129645  0.45354176]
output_error_term
[-0.46946077]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.15760474 -0.50130239]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[ 0.75843548]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.22657639]
hidden_error
[-0.12333465  0.50259835]
output_error_term
[-0.52023921]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.10534992  0.42930916]
output_error_term
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hidden_error_term
[-0.02535982  0.09423786]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.32753481]
hidden_error
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output_error_term
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hidden_error_term
[-0.03090181  0.12749618]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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y
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output_error_term
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hidden_error_term
[-0.03199184  0.13047564]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
[ 0.09856533 -0.31693424]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.24418843]
hidden_error
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output_error_term
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hidden_error_term
[ 0.16488035 -0.62759415]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
[ 0.08395951 -0.31758413]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
2.136512718100582
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hidden_error
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output_error_term
[ 2.19583212]
hidden_error_term
[ 0.12231584 -0.35705266]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
[ 0.04206965 -0.1513999 ]
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y
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hidden_error_term
[ 0.11534994 -0.43082843]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
[ 0.41490783 -1.69078191]
output_error_term
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hidden_error_term
[ 0.10358354 -0.38431078]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.00381802 -0.01555445]
delta_weights_i_h, delta_weights_h_o
[[  2.09934733e+00  -6.66985659e+00]
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y
2.5224266413812364
final_outputs
[-0.1733911]
hidden_error
[ 0.63910548 -2.6044049 ]
output_error_term
[ 2.69581774]
hidden_error_term
[ 0.15580029 -0.52825716]
delta_weights_i_h, delta_weights_h_o
[[  2.25514762e+00  -7.19811375e+00]
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weights:
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Progress: 19.0% ... Training loss: 0.929 ... Validation loss: 1.511y
-0.31128416670814074
final_outputs
[-0.34158155]
hidden_error
[ 0.00779219 -0.02901098]
output_error_term
[ 0.03029738]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.04509643]
hidden_error
[ 0.31295519 -1.16515908]
output_error_term
[ 1.21682434]
hidden_error_term
[ 0.07153733 -0.20039594]
delta_weights_i_h, delta_weights_h_o
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final_outputs
[-0.18603456]
hidden_error
[-0.0095265  0.035468 ]
output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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[-0.33526911]
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output_error_term
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hidden_error_term
[ 0.13519939 -0.51021919]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.16591343]
hidden_error
[ 0.21641681 -0.80573841]
output_error_term
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hidden_error_term
[ 0.05206207 -0.17914028]
delta_weights_i_h, delta_weights_h_o
[[  8.83718196e-01  -2.29733495e+00]
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y
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[-0.43521006]
hidden_error
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output_error_term
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hidden_error_term
[ 0.01955071 -0.0703425 ]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.23708055]
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hidden_error_term
[-0.02921669  0.10304369]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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hidden_error_term
[ 0.06937219 -0.26269815]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.39750407]
hidden_error
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hidden_error_term
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y
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[-0.3373615]
hidden_error
[ 0.33991415 -1.26552963]
output_error_term
[ 1.3216455]
hidden_error_term
[ 0.08287017 -0.31487299]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.1767414]
hidden_error
[-0.01475242  0.05492453]
output_error_term
[-0.05735999]
hidden_error_term
[-0.00349565  0.01248797]
delta_weights_i_h, delta_weights_h_o
[[  9.72767797e-01  -2.46754888e+00]
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y
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[-0.17558868]
hidden_error
[ 0.63860463 -2.37757995]
output_error_term
[ 2.48300613]
hidden_error_term
[ 0.15902363 -0.52248708]
delta_weights_i_h, delta_weights_h_o
[[  1.13179142e+00  -2.99003596e+00]
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y
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[-0.04750344]
hidden_error
[ 0.66096061 -2.46081318]
output_error_term
[ 2.56993008]
hidden_error_term
[ 0.15229471 -0.42433244]
delta_weights_i_h, delta_weights_h_o
[[  1.28408613e+00  -3.41436840e+00]
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y
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[-0.14506651]
hidden_error
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output_error_term
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hidden_error_term
[-0.04722917  0.15032935]
delta_weights_i_h, delta_weights_h_o
[[  1.23685697e+00  -3.26403905e+00]
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y
-0.4215452876454706
final_outputs
[-0.49525946]
hidden_error
[ 0.01895856 -0.07058433]
output_error_term
[ 0.07371417]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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1.050440676867883
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hidden_error
[ 0.29077156 -1.08256752]
output_error_term
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hidden_error_term
[ 0.07207272 -0.19194736]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.12023777  0.44765556]
output_error_term
[-0.46750542]
hidden_error_term
[-0.02926272  0.11117496]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 20.0% ... Training loss: 0.922 ... Validation loss: 1.500y
-0.035631364364816114
final_outputs
[-0.19315053]
hidden_error
[ 0.04259427 -0.15030022]
output_error_term
[ 0.15751916]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
[-0.10980937]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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final_outputs
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hidden_error
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output_error_term
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.00339674 -0.00956461]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.01001699 -0.03091754]
delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.02611882  0.0796867 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.00413813  0.01029449]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 22.0% ... Training loss: 0.906 ... Validation loss: 1.470y
-0.8019461548792586
final_outputs
[-0.16816085]
hidden_error
[-0.19279202  0.59341454]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.05550444  0.17046932]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
-1.0114422846601854
final_outputs
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hidden_error
[-0.2331495   0.71763502]
output_error_term
[-0.76645667]
hidden_error_term
[-0.05699082  0.17221341]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 23.0% ... Training loss: 0.901 ... Validation loss: 1.461y
2.0758691015850506
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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Progress: 24.0% ... Training loss: 0.897 ... Validation loss: 1.455y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
[ 0.21962642 -0.61037499]
delta_weights_i_h, delta_weights_h_o
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y
1.4694329364297363
final_outputs
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hidden_error
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output_error_term
[ 1.70845743]
hidden_error_term
[ 0.13208325 -0.38026938]
delta_weights_i_h, delta_weights_h_o
[[  1.43339390e+00  -3.46862324e+00]
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y
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[-0.35262752]
hidden_error
[-0.21819918  0.62973014]
output_error_term
[-0.67535393]
hidden_error_term
[-0.0519823   0.15731196]
delta_weights_i_h, delta_weights_h_o
[[  1.43339390e+00  -3.46862324e+00]
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y
1.712007402491862
final_outputs
[-0.03715488]
hidden_error
[ 0.56513445 -1.63099696]
output_error_term
[ 1.74916228]
hidden_error_term
[ 0.1380603  -0.29686798]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[-0.47755937]
hidden_error_term
[-0.03794062  0.08163577]
delta_weights_i_h, delta_weights_h_o
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y
1.2599368066488097
final_outputs
[-0.17885294]
hidden_error
[ 0.46485661 -1.34159176]
output_error_term
[ 1.43878975]
hidden_error_term
[ 0.11563511 -0.31519595]
delta_weights_i_h, delta_weights_h_o
[[ 1.64914869 -3.99905141]
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 25.0% ... Training loss: 0.892 ... Validation loss: 1.443y
0.7637617624308254
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.04920679  0.13074057]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[ 3.82819075]
hidden_error_term
[ 0.2895933  -0.64537348]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.10975398]
hidden_error
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output_error_term
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hidden_error_term
[ 0.22124652 -0.54186593]
delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
[ 0.04276628 -0.11430198]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.26498847 -0.71454566]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.37011253]
hidden_error
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output_error_term
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hidden_error_term
[-0.04427333  0.11803442]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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 [-0.17438007  0.17510018]
 [ 0.12256158 -0.1136834 ]
 [ 0.06467898 -0.05009789]
 [ 0.029661   -0.04155526]
 [ 0.0537362  -0.22085642]
 [ 0.06961699 -0.14332529]
 [ 0.05721869  0.01859014]
 [ 0.04552426 -0.06155899]
 [-0.09600531 -0.00388188]
 [ 0.08753936 -0.09424079]
 [ 0.05784155  0.19337528]
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 [ 0.09153689 -0.08849186]
 [ 0.06247216  0.00651162]
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 [ 0.20673689 -0.19341129]
 [ 0.06028813  0.02909974]
 [ 0.18996431  0.04327199]
 [-0.12128889  0.02759205]
 [ 0.02562422 -0.10248537]]
[[ 0.35855989]
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Progress: 26.0% ... Training loss: 0.884 ... Validation loss: 1.427y
-0.30577111066127427
final_outputs
[-0.24945362]
hidden_error
[-0.02019319  0.05161171]
output_error_term
[-0.05631749]
hidden_error_term
[-0.00504572  0.0128338 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
[-0.38041826]
hidden_error_term
[-0.03407809  0.0829329 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
[-0.54239216]
hidden_error_term
[-0.0484916   0.12030339]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[ 0.03312024 -0.06603913]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 27.0% ... Training loss: 0.881 ... Validation loss: 1.422y
-1.0004161725664524
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[-0.85169391]
hidden_error_term
[-0.07710341  0.16493858]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.07722452  0.16465752]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 28.0% ... Training loss: 0.879 ... Validation loss: 1.421y
-0.7137372581293947
final_outputs
[-0.26948948]
hidden_error
[-0.16316112  0.40788336]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 2.6255088]
hidden_error_term
[ 0.24099094 -0.49082446]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.25125486  0.62810723]
output_error_term
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hidden_error_term
[-0.06192066  0.15000089]
delta_weights_i_h, delta_weights_h_o
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Progress: 29.0% ... Training loss: 0.875 ... Validation loss: 1.414y
-0.7633547625511932
final_outputs
[-0.09660749]
hidden_error
[-0.25164886  0.61169286]
output_error_term
[-0.66674727]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 30.0% ... Training loss: 0.870 ... Validation loss: 1.405y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error
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delta_weights_i_h, delta_weights_h_o
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 [ 0.37230071 -0.6830951 ]] [[ 2.30320469]
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y
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final_outputs
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hidden_error
[-0.01987446  0.04571614]
output_error_term
[-0.04999236]
hidden_error_term
[-0.00448109  0.0084712 ]
delta_weights_i_h, delta_weights_h_o
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 [ 0.37230071 -0.6830951 ]] [[ 2.27037862]
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y
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final_outputs
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hidden_error
[-0.10376887  0.23869392]
output_error_term
[-0.26102099]
hidden_error_term
[-0.02507902  0.05696798]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
[-0.25332971  0.58272065]
output_error_term
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hidden_error_term
[-0.06281113  0.14108729]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.08928819  0.19294018]
delta_weights_i_h, delta_weights_h_o
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 [ 0.37230071 -0.6830951 ]] [[ 1.34535563]
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y
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final_outputs
[-0.35498927]
hidden_error
[-0.22152196  0.50955501]
output_error_term
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hidden_error_term
[-0.05502365  0.12343252]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.03253107  0.06505227]
delta_weights_i_h, delta_weights_h_o
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 [ 0.37230071 -0.6830951 ]] [[ 0.91725858]
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y
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final_outputs
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hidden_error
[-0.21460671  0.49364823]
output_error_term
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hidden_error_term
[-0.05335294  0.11844141]
delta_weights_i_h, delta_weights_h_o
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 [ 0.37230071 -0.6830951 ]] [[ 0.62720627]
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.17234432 -0.32030118]
delta_weights_i_h, delta_weights_h_o
[[ 0.38565797 -0.69192505]
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
0.647987585446629
final_outputs
[ 0.03619775]
hidden_error
[ 0.24321699 -0.55945891]
output_error_term
[ 0.61178983]
hidden_error_term
[ 0.05787141 -0.09771652]
delta_weights_i_h, delta_weights_h_o
[[  2.61930178  -4.33307635]
 [ -0.07112164   0.1553993 ]
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 [ -2.75779529   4.55645063]
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 [  0.44458478  -0.74709393]
 [  0.70450884  -1.08490611]] [[ 14.33644502]
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weights:
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Progress: 32.0% ... Training loss: 0.863 ... Validation loss: 1.393y
-1.0059292286133188
final_outputs
[-0.02723619]
hidden_error
[-0.40004103  0.89418054]
output_error_term
[-0.97869303]
hidden_error_term
[-0.09760048  0.18344222]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.01792133]
hidden_error
[-0.06695894  0.1496681 ]
output_error_term
[-0.16381382]
hidden_error_term
[-0.01567102  0.02883896]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.0351729]
hidden_error
[ 1.13330452 -2.53318732]
output_error_term
[ 2.77260873]
hidden_error_term
[ 0.2809534  -0.51363665]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.04212209]
hidden_error
[ 1.20762294 -2.69930549]
output_error_term
[ 2.95442737]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.22269329]
hidden_error
[-0.13311045  0.29753143]
output_error_term
[-0.32565228]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.07310585]
hidden_error
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output_error_term
[-0.68473585]
hidden_error_term
[-0.06973021  0.13541476]
delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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y
0.24002143797850853
final_outputs
[-0.21759583]
hidden_error
[ 0.18705117 -0.41810092]
output_error_term
[ 0.45761727]
hidden_error_term
[ 0.04322107 -0.1003686 ]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 33.0% ... Training loss: 0.857 ... Validation loss: 1.379y
0.29515199844717344
final_outputs
[ 0.03147934]
hidden_error
[ 0.11307487 -0.23864214]
output_error_term
[ 0.26367266]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.87938392]
hidden_error_term
[ 0.09265486 -0.18453723]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
[ 0.20650063 -0.43873307]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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hidden_error_term
[ 0.08613273 -0.15031887]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.02974473  0.06315107]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.29805914]
hidden_error
[ 1.24501676 -2.62758177]
output_error_term
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hidden_error_term
[ 0.2947099 -0.656541 ]
delta_weights_i_h, delta_weights_h_o
[[  2.02057036e+00  -3.43315553e+00]
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hidden_error
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output_error_term
[ 1.82851148]
hidden_error_term
[ 0.19440597 -0.344384  ]
delta_weights_i_h, delta_weights_h_o
[[  2.21497633e+00  -3.77753952e+00]
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final_outputs
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hidden_error
[ 1.03919415 -2.19319746]
output_error_term
[ 2.42323594]
hidden_error_term
[ 0.25653959 -0.51300318]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 34.0% ... Training loss: 0.853 ... Validation loss: 1.368y
-0.9949031165195859
final_outputs
[-0.39436586]
hidden_error
[-0.26687113  0.5388499 ]
output_error_term
[-0.60053725]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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Progress: 35.0% ... Training loss: 0.850 ... Validation loss: 1.362y
0.1021950368068462
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.01978939  0.02673431]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.06397542  0.11682306]
delta_weights_i_h, delta_weights_h_o
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Progress: 36.0% ... Training loss: 0.848 ... Validation loss: 1.358y
3.3163067121300114
final_outputs
[ 0.11151146]
hidden_error
[ 1.47494477 -2.87521494]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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weights:
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Progress: 37.0% ... Training loss: 0.844 ... Validation loss: 1.350y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.0684611   0.11251611]
delta_weights_i_h, delta_weights_h_o
[[ 1.59390081 -1.84984613]
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.03599194  0.06272138]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.04995938 -0.09372894]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 38.0% ... Training loss: 0.841 ... Validation loss: 1.346y
2.362548016022108
final_outputs
[-0.178061]
hidden_error
[ 1.22176851 -2.28528962]
output_error_term
[ 2.54060902]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.04272346  0.08165876]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.19477593 -0.26929007]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[ 0.19215835 -0.24884278]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.10739688 -0.16427177]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[ 1.82571148]
hidden_error_term
[ 0.2124758  -0.27693079]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.16066202]
hidden_error
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hidden_error_term
[-0.0796714   0.14762233]
delta_weights_i_h, delta_weights_h_o
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y
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[-0.21180963]
hidden_error
[ 0.64412791 -1.20482629]
output_error_term
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hidden_error_term
[ 0.14729002 -0.29437453]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
[ 0.02781363 -0.02233572]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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 [ -1.58682333e-01   1.51796861e-01]
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 [ -9.09820495e-02  -2.53022583e-02]
 [ -1.22851908e-01   1.39787318e-01]
 [ -1.08166867e-01  -1.04917237e-01]
 [ -8.49948254e-02   1.31211559e-01]
 [  1.98599884e-02   8.35700789e-03]
 [ -9.33316072e-02  -1.74009525e-01]
 [ -1.73175143e-01   1.72842102e-01]
 [  1.24512671e-01  -1.17085819e-01]
 [  6.74836175e-02  -5.50933077e-02]
 [  3.06443985e-02  -4.29930534e-02]
 [  5.55077813e-02  -2.23067026e-01]
 [  7.28230481e-02  -1.48466037e-01]
 [  6.68809931e-02   1.92215326e-03]
 [  5.25383032e-02  -7.38472919e-02]
 [ -9.03750510e-02  -1.37218839e-02]
 [  8.90067362e-02  -9.69368148e-02]
 [  5.82366927e-02   1.92667626e-01]
 [ -1.04507592e-01   1.70908892e-04]
 [  8.91948443e-02  -8.36488236e-02]
 [  6.30508425e-02   7.41786628e-03]
 [  1.16982109e-01   3.92414831e-02]
 [  2.07673328e-01  -1.93914459e-01]
 [  6.52860630e-02   2.04614442e-02]
 [  1.93303025e-01   3.84355779e-02]
 [ -1.17569581e-01   2.18700201e-02]
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[[ 0.48798328]
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Progress: 39.0% ... Training loss: 0.838 ... Validation loss: 1.342y
-0.8350244911604575
final_outputs
[-0.04006456]
hidden_error
[-0.38792716  0.71613639]
output_error_term
[-0.79495993]
hidden_error_term
[-0.09604266  0.16115067]
delta_weights_i_h, delta_weights_h_o
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y
0.09668198075997972
final_outputs
[-0.07428204]
hidden_error
[ 0.08342758 -0.15401223]
output_error_term
[ 0.17096402]
hidden_error_term
[ 0.02047797 -0.03663315]
delta_weights_i_h, delta_weights_h_o
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y
0.0029600279632493384
final_outputs
[ 0.00796761]
hidden_error
[-0.00244362  0.00451106]
output_error_term
[-0.00500758]
hidden_error_term
[-0.00059718  0.00095198]
delta_weights_i_h, delta_weights_h_o
[[-0.07616187  0.12546951]
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y
1.0449276208210165
final_outputs
[ 0.11550955]
hidden_error
[ 0.45354048 -0.83726246]
output_error_term
[ 0.92941808]
hidden_error_term
[ 0.10894265 -0.13205897]
delta_weights_i_h, delta_weights_h_o
[[ 0.03278078 -0.00658946]
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y
-1.0004161725664524
final_outputs
[-0.26070836]
hidden_error
[-0.36096504  0.66636274]
output_error_term
[-0.73970781]
hidden_error_term
[-0.09005635  0.163087  ]
delta_weights_i_h, delta_weights_h_o
[[-0.05727557  0.15649753]
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y
-0.21756221391141037
final_outputs
[ 0.02932449]
hidden_error
[-0.12047658  0.22240687]
output_error_term
[-0.2468867]
hidden_error_term
[-0.0293403   0.04501743]
delta_weights_i_h, delta_weights_h_o
[[ -5.72755701e-02   1.56497531e-01]
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y
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final_outputs
[-0.09431741]
hidden_error
[-0.38297491  0.70699425]
output_error_term
[-0.78481153]
hidden_error_term
[-0.0950245   0.16953948]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.14924664]
hidden_error
[ 1.13693458 -2.09884825]
output_error_term
[ 2.32986381]
hidden_error_term
[ 0.28421446 -0.51683711]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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y
0.7968400987120243
final_outputs
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hidden_error
[ 0.37043237 -0.68383999]
output_error_term
[ 0.75910874]
hidden_error_term
[ 0.08949418 -0.1374481 ]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 40.0% ... Training loss: 0.835 ... Validation loss: 1.337y
-0.041144420411682606
final_outputs
[-0.22220206]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
1.2268584703676106
final_outputs
[-0.21323249]
hidden_error
[ 0.71372963 -1.29778945]
output_error_term
[ 1.44009096]
hidden_error_term
[ 0.17678691 -0.32416255]
delta_weights_i_h, delta_weights_h_o
[[ 1.53174012 -1.70191488]
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y
-0.30025805461440774
final_outputs
[-0.5179698]
hidden_error
[ 0.10790105 -0.19619872]
output_error_term
[ 0.21771175]
hidden_error_term
[ 0.02500317 -0.03416962]
delta_weights_i_h, delta_weights_h_o
[[ 1.53174012 -1.70191488]
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weights:
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Progress: 41.0% ... Training loss: 0.833 ... Validation loss: 1.335y
-0.5483455767233999
final_outputs
[-0.28840279]
hidden_error
[-0.12991332  0.23494563]
output_error_term
[-0.25994279]
hidden_error_term
[-0.03184749  0.05797223]
delta_weights_i_h, delta_weights_h_o
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y
2.1530518862411814
final_outputs
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hidden_error
[ 1.16093469 -2.09952708]
output_error_term
[ 2.32290732]
hidden_error_term
[ 0.29010536 -0.52128143]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.42004764  0.75964772]
output_error_term
[-0.84047082]
hidden_error_term
[-0.10371014  0.16154621]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.45994057 -0.83179328]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.39059403  0.70638147]
output_error_term
[-0.78153728]
hidden_error_term
[-0.09605786  0.16737675]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.07159342]
hidden_error
[ 0.25492848 -0.46103304]
output_error_term
[ 0.51008488]
hidden_error_term
[ 0.06264895 -0.10985378]
delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.04165889 -0.04324127]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 42.0% ... Training loss: 0.832 ... Validation loss: 1.332y
0.1793778214629771
final_outputs
[-0.00605435]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 43.0% ... Training loss: 0.830 ... Validation loss: 1.330y
-0.6145022492857979
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[ 0.25436516 -0.27254236]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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Progress: 44.0% ... Training loss: 0.826 ... Validation loss: 1.324y
-0.15140554134901246
final_outputs
[ 0.12166015]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.24466086 -0.4294834 ]
output_error_term
[ 0.47255719]
hidden_error_term
[ 0.05439919 -0.05109349]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.00236837 -0.00239773]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 1.29716061]
hidden_error_term
[ 0.14951328 -0.18980222]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.02066429  0.03587331]
delta_weights_i_h, delta_weights_h_o
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y
0.30066505449403996
final_outputs
[ 0.19582073]
hidden_error
[ 0.0542819  -0.09528772]
output_error_term
[ 0.10484432]
hidden_error_term
[ 0.01133266 -0.0143692 ]
delta_weights_i_h, delta_weights_h_o
[[ 1.3754812  -1.39703565]
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y
-0.8019461548792586
final_outputs
[-0.06103211]
hidden_error
[-0.38359942  0.6733794 ]
output_error_term
[-0.74091404]
hidden_error_term
[-0.09379385  0.16080645]
delta_weights_i_h, delta_weights_h_o
[[ 1.3754812  -1.39703565]
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 [ 3.83288186 -4.7699009 ]
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weights:
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Progress: 45.0% ... Training loss: 0.825 ... Validation loss: 1.321y
-1.0224683967539183
final_outputs
[-0.10664856]
hidden_error
[-0.47987716  0.83272446]
output_error_term
[-0.91581984]
hidden_error_term
[-0.11808277  0.20533714]
delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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y
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[ 0.24859709]
hidden_error
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hidden_error_term
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hidden_error_term
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output_error_term
[-0.86075849]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 46.0% ... Training loss: 0.822 ... Validation loss: 1.317y
-0.5759108569577324
final_outputs
[-0.16116625]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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Progress: 47.0% ... Training loss: 0.820 ... Validation loss: 1.319y
0.38887395124390384
final_outputs
[ 0.07002327]
hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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y
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final_outputs
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hidden_error
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output_error_term
[-0.91861812]
hidden_error_term
[-0.12136683  0.20391947]
delta_weights_i_h, delta_weights_h_o
[[ -2.85120537e-01   1.27800178e+00]
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y
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final_outputs
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hidden_error
[-0.48515086  0.84280495]
output_error_term
[-0.91634685]
hidden_error_term
[-0.1199985   0.17949975]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 48.0% ... Training loss: 0.819 ... Validation loss: 1.320y
-0.5759108569577324
final_outputs
[-0.35445879]
hidden_error
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output_error_term
[-0.22145206]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 1.17316528 -2.05498912]
output_error_term
[ 2.21802659]
hidden_error_term
[ 0.26321724 -0.28629021]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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 [  7.56857017e-02  -1.51915868e-01]
 [  7.31925810e-02  -6.60835339e-03]
 [  5.94296638e-02  -8.31224557e-02]
 [ -8.65848694e-02  -1.88602491e-02]
 [  8.95880570e-02  -9.76105483e-02]
 [  5.83580178e-02   1.92583529e-01]
 [ -1.05491750e-01   1.83749735e-03]
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[[ 0.53193954]
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Progress: 49.0% ... Training loss: 0.816 ... Validation loss: 1.320y
0.24002143797850853
final_outputs
[ 0.1057924]
hidden_error
[ 0.07140173 -0.12511667]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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final_outputs
[ 0.06965551]
hidden_error
[ 0.0261069 -0.0457469]
output_error_term
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hidden_error_term
[ 0.00619321 -0.00912313]
delta_weights_i_h, delta_weights_h_o
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y
1.5962332255076657
final_outputs
[ 0.17390442]
hidden_error
[ 0.75659293 -1.3257715 ]
output_error_term
[ 1.4223288]
hidden_error_term
[ 0.16553823 -0.21179082]
delta_weights_i_h, delta_weights_h_o
[[  2.01038374e+00  -2.07084825e+00]
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y
0.0029600279632493384
final_outputs
[-0.00481724]
hidden_error
[ 0.00413704 -0.0072493 ]
output_error_term
[ 0.00777727]
hidden_error_term
[ 0.00099674 -0.00163784]
delta_weights_i_h, delta_weights_h_o
[[  2.01038374e+00  -2.07084825e+00]
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weights:
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Progress: 50.0% ... Training loss: 0.814 ... Validation loss: 1.321y
-0.950798668144654
final_outputs
[-0.29388565]
hidden_error
[-0.3505731   0.61771316]
output_error_term
[-0.65691302]
hidden_error_term
[-0.0866561   0.15172232]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.1331512]
hidden_error
[-0.25393925  0.4474434 ]
output_error_term
[-0.475838]
hidden_error_term
[-0.06196067  0.10556708]
delta_weights_i_h, delta_weights_h_o
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y
1.8498338036635242
final_outputs
[ 0.08365247]
hidden_error
[ 0.94255349 -1.66078829]
output_error_term
[ 1.76618133]
hidden_error_term
[ 0.22098515 -0.32392344]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.74310513]
hidden_error_term
[ 0.09725412 -0.14861588]
delta_weights_i_h, delta_weights_h_o
[[ 1.21494265 -1.20781058]
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.05946695  0.07628895]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 51.0% ... Training loss: 0.812 ... Validation loss: 1.318y
0.4440045117125688
final_outputs
[-0.08779555]
hidden_error
[ 0.28615105 -0.50174548]
output_error_term
[ 0.53180006]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 52.0% ... Training loss: 0.810 ... Validation loss: 1.318y
-0.030118308317949618
final_outputs
[ 0.00423927]
hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.09665219  0.1714215 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 53.0% ... Training loss: 0.809 ... Validation loss: 1.319y
0.1077080928537127
final_outputs
[ 0.12068932]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.0456479   0.07104796]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.04850715  0.07028596]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 2.23863918]
hidden_error_term
[ 0.27270775 -0.2947481 ]
delta_weights_i_h, delta_weights_h_o
[[ 2.60282739 -3.23635111]
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weights:
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Progress: 54.0% ... Training loss: 0.807 ... Validation loss: 1.316y
-1.0059292286133188
final_outputs
[-0.36006591]
hidden_error
[-0.35180253  0.61789598]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 55.0% ... Training loss: 0.805 ... Validation loss: 1.312y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 56.0% ... Training loss: 0.803 ... Validation loss: 1.313y
0.29515199844717344
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.06355171 -0.10035782]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.02973584 -0.04478326]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 57.0% ... Training loss: 0.801 ... Validation loss: 1.308y
-1.027981452800785
final_outputs
[-0.2815977]
hidden_error
[-0.41704359  0.71997777]
output_error_term
[-0.74638375]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.05100502  0.0879409 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
0.21245615774417606
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output_error_term
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hidden_error_term
[ 0.03389661 -0.0557751 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.34533132  0.5966709 ]
output_error_term
[-0.61531914]
hidden_error_term
[-0.08087883  0.14847638]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 59.0% ... Training loss: 0.798 ... Validation loss: 1.308y
0.603883137071697
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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output_error_term
[ 0.92571947]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
[ 0.14219465 -0.1785701 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
[ 0.02560989 -0.03849824]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 61.0% ... Training loss: 0.793 ... Validation loss: 1.297y
-1.0004161725664524
final_outputs
[-0.51722315]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.00925313  0.0150709 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.08839443  0.14909236]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.09969852  0.17192049]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.41983464 -0.60920456]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.14477841 -0.24754227]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.16887202 -0.14914578]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 62.0% ... Training loss: 0.790 ... Validation loss: 1.292y
1.66790295411693
final_outputs
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hidden_error
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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0.9897970603523516
final_outputs
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hidden_error
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 64.0% ... Training loss: 0.786 ... Validation loss: 1.287y
-0.41603223159860414
final_outputs
[-0.44000761]
hidden_error
[ 0.01434695 -0.02363287]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.33984426]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 65.0% ... Training loss: 0.784 ... Validation loss: 1.285y
-1.0114422846601854
final_outputs
[-0.15812972]
hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
[ 0.33086894 -0.46626523]
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y
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hidden_error_term
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.05865963  0.09081472]
delta_weights_i_h, delta_weights_h_o
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Progress: 66.0% ... Training loss: 0.782 ... Validation loss: 1.277y
-0.7192503141762612
final_outputs
[-0.36973621]
hidden_error
[-0.21557954  0.3448975 ]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.09689471  0.0856458 ]
delta_weights_i_h, delta_weights_h_o
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Progress: 67.0% ... Training loss: 0.780 ... Validation loss: 1.278y
-0.526293352535934
final_outputs
[ 0.07515538]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.0310665   0.03681861]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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 [-2.17267576  2.13878235]
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y
2.037277709256985
final_outputs
[ 0.27110065]
hidden_error
[ 1.09170411 -1.75527695]
output_error_term
[ 1.76617706]
hidden_error_term
[ 0.2340288  -0.23061506]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.38177659]
hidden_error
[ 0.53769107 -0.86451697]
output_error_term
[ 0.86988555]
hidden_error_term
[ 0.12012106 -0.20854061]
delta_weights_i_h, delta_weights_h_o
[[ 1.11958892 -0.59347345]
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 [ 0.69089152 -0.40692019]] [[ 6.98038936]
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weights:
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[[ 0.62357046]
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Progress: 68.0% ... Training loss: 0.778 ... Validation loss: 1.275y
-0.6916850339419287
final_outputs
[-0.37911557]
hidden_error
[-0.19490908  0.31177995]
output_error_term
[-0.31256946]
hidden_error_term
[-0.04693026  0.07246107]
delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 69.0% ... Training loss: 0.776 ... Validation loss: 1.277y
-0.7964330988323921
final_outputs
[ 0.23333209]
hidden_error
[-0.64205002  1.03410707]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.15954176  0.23021375]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.01981818  0.02887467]
delta_weights_i_h, delta_weights_h_o
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 [-0.18282032  0.29483693]
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y
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hidden_error
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output_error_term
[ 0.33349071]
hidden_error_term
[ 0.03922791 -0.03900032]
delta_weights_i_h, delta_weights_h_o
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Progress: 70.0% ... Training loss: 0.774 ... Validation loss: 1.274y
0.625935361259163
final_outputs
[ 0.04544332]
hidden_error
[ 0.36469736 -0.58501493]
output_error_term
[ 0.58049204]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
[-0.61271573  0.98286385]
output_error_term
[-0.97526509]
hidden_error_term
[-0.15177638  0.20003988]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 1.20961682 -1.94035929]
output_error_term
[ 1.92535789]
hidden_error_term
[ 0.30182449 -0.45642805]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.60373679 -0.96846064]
output_error_term
[ 0.96097324]
hidden_error_term
[ 0.15021742 -0.23084103]
delta_weights_i_h, delta_weights_h_o
[[ 1.56832454 -1.05070813]
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weights:
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Progress: 71.0% ... Training loss: 0.772 ... Validation loss: 1.272y
0.7858139866182913
final_outputs
[ 0.21845773]
hidden_error
[ 0.35908629 -0.57396504]
output_error_term
[ 0.56735626]
hidden_error_term
[ 0.08487594 -0.08095589]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.38269221  0.61169685]
output_error_term
[-0.60465361]
hidden_error_term
[-0.09461717  0.13721457]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.3293216   0.52638904]
output_error_term
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hidden_error_term
[-0.0719798   0.10856977]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[-0.72293654]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.6503934   1.03959157]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 72.0% ... Training loss: 0.771 ... Validation loss: 1.272y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 73.0% ... Training loss: 0.769 ... Validation loss: 1.271y
-0.482188904161002
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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 [ 0.07425353 -0.10142917]
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[[ 0.63713878]
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Progress: 74.0% ... Training loss: 0.767 ... Validation loss: 1.272y
1.298528198976875
final_outputs
[ 0.37260242]
hidden_error
[ 0.58994322 -0.95136523]
output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.04165692  0.0475033 ]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.13741694  0.21676765]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.14155317  0.2210655 ]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.07086871 -0.06600806]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.0562346   0.05100732]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
[-0.11044686  0.18383094]
delta_weights_i_h, delta_weights_h_o
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y
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[ 0.28552588]
hidden_error
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output_error_term
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hidden_error_term
[ 0.07716578 -0.06767269]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.27648054]
hidden_error
[ 0.69087937 -1.11413876]
output_error_term
[ 1.08434675]
hidden_error_term
[ 0.16323921 -0.27848765]
delta_weights_i_h, delta_weights_h_o
[[  1.89942896e+00  -2.14468356e+00]
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
1.0945451252428149
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[ 0.28659871]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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hidden_error_term
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 [-2.1457819 ]]
y
1.3260934792112076
final_outputs
[ 0.3264594]
hidden_error
[ 0.63690564 -1.02709863]
output_error_term
[ 0.99963408]
hidden_error_term
[ 0.12153749 -0.12599398]
delta_weights_i_h, delta_weights_h_o
[[  2.54330789e+00  -2.94799020e+00]
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 [-2.00266787]]
y
2.114460493913116
final_outputs
[ 0.15336964]
hidden_error
[ 1.24948704 -2.01497107]
output_error_term
[ 1.96109085]
hidden_error_term
[ 0.2941983  -0.36284689]
delta_weights_i_h, delta_weights_h_o
[[  2.83750618e+00  -3.31083709e+00]
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y
0.5101611842749667
final_outputs
[-0.23807244]
hidden_error
[ 0.47672866 -0.76879106]
output_error_term
[ 0.74823363]
hidden_error_term
[ 0.11446391 -0.1918923 ]
delta_weights_i_h, delta_weights_h_o
[[  2.83750618e+00  -3.31083709e+00]
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y
2.0538168773975847
final_outputs
[ 0.36903377]
hidden_error
[ 1.07344066 -1.73107187]
output_error_term
[ 1.68478311]
hidden_error_term
[ 0.18343811 -0.18972555]
delta_weights_i_h, delta_weights_h_o
[[  2.83750618e+00  -3.31083709e+00]
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y
0.6755528656809615
final_outputs
[ 0.01746497]
hidden_error
[ 0.41929332 -0.67616861]
output_error_term
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hidden_error_term
[ 0.10367978 -0.14843778]
delta_weights_i_h, delta_weights_h_o
[[  2.83750618e+00  -3.31083709e+00]
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y
1.5300765529452678
final_outputs
[ 0.15706827]
hidden_error
[ 0.87479683 -1.41073116]
output_error_term
[ 1.37300828]
hidden_error_term
[ 0.20764314 -0.24746146]
delta_weights_i_h, delta_weights_h_o
[[  3.04514933e+00  -3.55829855e+00]
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 75.0% ... Training loss: 0.765 ... Validation loss: 1.266y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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y
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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y
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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y
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hidden_error_term
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y
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hidden_error_term
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1.0063362284929511
final_outputs
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
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y
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hidden_error_term
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1.017362340586684
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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 [ 0.04501487 -0.11293161]
 [-0.01094838  0.39112135]
 [-0.01252115 -0.18170594]
 [ 0.01976944  0.07823578]
 [-0.17591888  0.17941964]
 [-0.07132806  0.23746186]
 [-0.10949819  0.00367604]
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 [-0.1039991  -0.11125058]
 [-0.05928266  0.09111049]
 [ 0.0237796   0.00248364]
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 [-0.16968666  0.16803202]
 [ 0.13071325 -0.12407155]
 [ 0.07196766 -0.06013767]
 [ 0.03515337 -0.04712057]
 [ 0.05965144 -0.22696155]
 [ 0.08197995 -0.15856502]
 [ 0.09860427 -0.03814186]
 [ 0.07782631 -0.10536264]
 [-0.07596518 -0.03178853]
 [ 0.0912552  -0.09890182]
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 [-0.1068247   0.01134471]
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[[ 0.67536912]
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Progress: 78.0% ... Training loss: 0.758 ... Validation loss: 1.250y
-0.7027111460356618
final_outputs
[-0.17927037]
hidden_error
[-0.35351573  0.54237259]
output_error_term
[-0.52344078]
hidden_error_term
[-0.08832467  0.13556668]
delta_weights_i_h, delta_weights_h_o
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y
0.11322114890057919
final_outputs
[-0.53709933]
hidden_error
[ 0.43920637 -0.67384127]
output_error_term
[ 0.65032048]
hidden_error_term
[ 0.1038406  -0.11994845]
delta_weights_i_h, delta_weights_h_o
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y
-0.6586066976607298
final_outputs
[-0.19047863]
hidden_error
[-0.31615924  0.48505933]
output_error_term
[-0.46812807]
hidden_error_term
[-0.07769866  0.11994417]
delta_weights_i_h, delta_weights_h_o
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y
-0.24512749414574284
final_outputs
[-0.06044673]
hidden_error
[-0.12472769  0.1913603 ]
output_error_term
[-0.18468077]
hidden_error_term
[-0.03116822  0.04556931]
delta_weights_i_h, delta_weights_h_o
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y
3.6195247947076683
final_outputs
[ 0.32285025]
hidden_error
[ 2.22647218 -3.4159087 ]
output_error_term
[ 3.29667455]
hidden_error_term
[ 0.46420755 -0.42857932]
delta_weights_i_h, delta_weights_h_o
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y
-1.027981452800785
final_outputs
[-0.70001592]
hidden_error
[-0.22149779  0.33982739]
output_error_term
[-0.32796553]
hidden_error_term
[-0.04286183  0.04414191]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.04186472]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.54560097]
hidden_error_term
[ 0.08489216 -0.1192625 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[-0.14645885]
hidden_error_term
[-0.02293886  0.02973585]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 79.0% ... Training loss: 0.757 ... Validation loss: 1.253y
-0.5979630811451984
final_outputs
[-0.22026909]
hidden_error
[-0.25377612  0.39402016]
output_error_term
[-0.377694]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.23728275]
hidden_error
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output_error_term
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hidden_error_term
[-0.03765067  0.06093317]
delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
0.16835170936924412
final_outputs
[ 0.11756497]
hidden_error
[ 0.03412408 -0.05298204]
output_error_term
[ 0.05078673]
hidden_error_term
[ 0.00841886 -0.00983448]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.37318597  0.57941935]
output_error_term
[-0.55541119]
hidden_error_term
[-0.09219093  0.12897741]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.47168301 -0.73234871]
output_error_term
[ 0.70200395]
hidden_error_term
[ 0.10298503 -0.16536742]
delta_weights_i_h, delta_weights_h_o
[[ 1.96436366 -1.92526104]
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weights:
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Progress: 80.0% ... Training loss: 0.755 ... Validation loss: 1.252y
0.2841258863534405
final_outputs
[-0.38165945]
hidden_error
[ 0.45019327 -0.69749377]
output_error_term
[ 0.66578533]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.38452397  0.59575096]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.26333516]
hidden_error_term
[ 0.03880843 -0.04274936]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[ 0.533272]
hidden_error_term
[ 0.08779832 -0.1115962 ]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.09081969  0.14072552]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.1178769   0.18690698]
delta_weights_i_h, delta_weights_h_o
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Progress: 81.0% ... Training loss: 0.755 ... Validation loss: 1.251y
1.3701979275861396
final_outputs
[ 0.37212018]
hidden_error
[ 0.67573628 -1.04756025]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 82.0% ... Training loss: 0.754 ... Validation loss: 1.252y
-0.9949031165195859
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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Progress: 83.0% ... Training loss: 0.752 ... Validation loss: 1.251y
2.4452438567251056
final_outputs
[ 0.2208942]
hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
[ 0.27796738 -0.40952034]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.13630991  0.17852409]
delta_weights_i_h, delta_weights_h_o
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 [-0.16950521  0.16777129]
 [ 0.13143853 -0.12506592]
 [ 0.07184066 -0.05982454]
 [ 0.03483844 -0.04666377]
 [ 0.06011412 -0.22727256]
 [ 0.083843   -0.16049052]
 [ 0.10152559 -0.04139057]
 [ 0.08189564 -0.10994522]
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 [-0.1065944   0.0115534 ]
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[[ 0.68324456]
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Progress: 84.0% ... Training loss: 0.750 ... Validation loss: 1.250y
1.1441626296646132
final_outputs
[ 0.17750619]
hidden_error
[ 0.66046275 -1.02874044]
output_error_term
[ 0.96665644]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 85.0% ... Training loss: 0.748 ... Validation loss: 1.245y
1.1496756857114798
final_outputs
[-0.37591723]
hidden_error
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output_error_term
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hidden_error_term
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output_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
-1.027981452800785
final_outputs
[-0.52962207]
hidden_error
[-0.34436159  0.53061381]
output_error_term
[-0.49835938]
hidden_error_term
[-0.07720224  0.10751574]
delta_weights_i_h, delta_weights_h_o
[[ 2.46226057 -1.75253249]
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y
-0.807459210926125
final_outputs
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hidden_error
[-0.2938957   0.45285283]
output_error_term
[-0.42532526]
hidden_error_term
[-0.06827502  0.10894511]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 86.0% ... Training loss: 0.746 ... Validation loss: 1.240y
0.625935361259163
final_outputs
[ 0.24209642]
hidden_error
[ 0.26874937 -0.40978438]
output_error_term
[ 0.38383894]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 1.15286902 -1.7578747 ]
output_error_term
[ 1.64657508]
hidden_error_term
[ 0.28187343 -0.42492598]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.45737226]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.01712413  0.02813367]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.0246174   0.03623534]
delta_weights_i_h, delta_weights_h_o
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Progress: 87.0% ... Training loss: 0.745 ... Validation loss: 1.238y
-0.9452856120977874
final_outputs
[-0.55864534]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.24860232]
hidden_error
[ 0.75169582 -1.14074328]
output_error_term
[ 1.06646505]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
1.5190504408515346
final_outputs
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hidden_error
[ 0.82131627 -1.24639647]
output_error_term
[ 1.16523874]
hidden_error_term
[ 0.15839037 -0.16430539]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 88.0% ... Training loss: 0.743 ... Validation loss: 1.236y
-1.0114422846601854
final_outputs
[-0.30601117]
hidden_error
[-0.50022366  0.75772054]
output_error_term
[-0.70543111]
hidden_error_term
[-0.12502774  0.17853119]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[ 0.14006718 -0.21216866]
output_error_term
[ 0.19752714]
hidden_error_term
[ 0.03414606 -0.04991019]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[-0.60032435]
hidden_error_term
[-0.10085197  0.145141  ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.0124379]
hidden_error
[-0.22173379  0.33587425]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[-0.51237924]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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y
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hidden_error
[-0.48466275  0.73414944]
output_error_term
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hidden_error_term
[-0.11589632  0.18198106]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[ 0.02043321 -0.0300229 ]
delta_weights_i_h, delta_weights_h_o
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Progress: 89.0% ... Training loss: 0.742 ... Validation loss: 1.238y
0.8078662108057573
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 90.0% ... Training loss: 0.740 ... Validation loss: 1.231y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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Progress: 91.0% ... Training loss: 0.739 ... Validation loss: 1.234y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 92.0% ... Training loss: 0.738 ... Validation loss: 1.229y
0.5873439689310975
final_outputs
[ 0.20366683]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 93.0% ... Training loss: 0.736 ... Validation loss: 1.229y
-0.23410138205200984
final_outputs
[ 0.19983533]
hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 94.0% ... Training loss: 0.734 ... Validation loss: 1.225y
-0.08524886878661454
final_outputs
[ 0.26135464]
hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
-0.7302764262699942
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[-0.48887129]
hidden_error
[-0.17752291  0.26431089]
output_error_term
[-0.24140514]
hidden_error_term
[-0.04035305  0.05740335]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.11067274  0.15891148]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.01560486 -0.01275418]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.042724    0.05275101]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.16356423  0.2306437 ]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[ 1.12946549]
hidden_error_term
[ 0.20702585 -0.29013787]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
[ 1.65590994 -2.46545651]
output_error_term
[ 2.25179476]
hidden_error_term
[ 0.3482703  -0.44653163]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
[-0.10921257]
hidden_error_term
[-0.02000669  0.02988195]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
[-0.76624521]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.17768027]
hidden_error
[-0.6311998   0.93978279]
output_error_term
[-0.8583392]
hidden_error_term
[-0.14212312  0.18920706]
delta_weights_i_h, delta_weights_h_o
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y
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[ 0.04032325]
hidden_error
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output_error_term
[-1.04073942]
hidden_error_term
[-0.18420806  0.26373386]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.11364428  0.12841627]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.0377308  -0.05357776]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.50661557]
hidden_error
[-0.32983333  0.49108331]
output_error_term
[-0.44852498]
hidden_error_term
[-0.05645233  0.02843268]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.10071262  0.14994933]
output_error_term
[-0.1369544]
hidden_error_term
[-0.02473649  0.03743101]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.42725452  0.63613208]
output_error_term
[-0.58100351]
hidden_error_term
[-0.1058916   0.11978067]
delta_weights_i_h, delta_weights_h_o
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y
2.991036405364888
final_outputs
[ 0.43642022]
hidden_error
[ 1.87859675 -2.79701117]
output_error_term
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hidden_error_term
[ 0.30615482 -0.32736363]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 95.0% ... Training loss: 0.733 ... Validation loss: 1.224y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[-0.08140417  0.12937173]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.09150242  0.12540942]
delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
[-0.08353682  0.109838  ]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.02365875  0.03562232]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
[ 0.20930382]
hidden_error
[-0.78271373  1.16540614]
output_error_term
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hidden_error_term
[-0.186947    0.19749922]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[ 0.08916205 -0.12695388]
delta_weights_i_h, delta_weights_h_o
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y
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hidden_error
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output_error_term
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hidden_error_term
[-0.08491152  0.10292985]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.01362216 -0.01624734]
delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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Progress: 96.0% ... Training loss: 0.732 ... Validation loss: 1.224y
-0.7247633702231278
final_outputs
[-0.30138001]
hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
2.5830702578967677
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
[ 0.29253937 -0.2511709 ]
delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
[-0.1298985   0.19375932]
output_error_term
[-0.1756759]
hidden_error_term
[-0.03208253  0.0406932 ]
delta_weights_i_h, delta_weights_h_o
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weights:
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Progress: 97.0% ... Training loss: 0.730 ... Validation loss: 1.226y
-0.2065361018176774
final_outputs
[ 0.07802697]
hidden_error
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output_error_term
[-0.28456307]
hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
1.072492901055349
final_outputs
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hidden_error
[ 0.67382529 -1.01464117]
output_error_term
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hidden_error_term
[ 0.15706259 -0.20212644]
delta_weights_i_h, delta_weights_h_o
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final_outputs
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hidden_error
[ 1.30068879 -1.95856762]
output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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y
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final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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Progress: 98.0% ... Training loss: 0.728 ... Validation loss: 1.224y
1.2764759747894092
final_outputs
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hidden_error
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output_error_term
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hidden_error_term
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hidden_error_term
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hidden_error
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hidden_error_term
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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hidden_error
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output_error_term
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hidden_error_term
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delta_weights_i_h, delta_weights_h_o
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 [ 0.05482226 -0.08028889]
 [ 0.21679079 -0.1177627 ]
 [ 0.65181324 -0.73631195]
 [-0.29843236  0.34562711]
 [ 0.15915009 -0.16880114]
 [ 0.19078771 -0.0413366 ]
 [ 0.49151822 -0.47348069]
 [ 0.60532442 -0.69426156]
 [ 0.38518508 -0.49242851]
 [ 0.05829121 -0.12867487]
 [-0.0872164   0.12482955]
 [-0.23768306  0.35469214]
 [-0.47466711  0.62765289]
 [ 0.56960417 -0.14743584]
 [-0.30751276  0.52279339]
 [-0.89125738  1.19007682]
 [-1.4682473   2.02487831]
 [-0.59761009  0.91628871]
 [-0.26577174  0.25491974]
 [ 0.08220227  0.05273746]] [[ -4.32243561]
 [-10.13777965]]
weights:
[[ 0.1137864  -0.24747776]
 [-0.20377288  0.09614813]
 [ 0.30130188 -0.66056918]
 [-0.25414757  0.29865564]
 [ 0.11834264 -0.14536515]
 [-0.13011785  0.14634569]
 [ 0.03426408 -0.2237742 ]
 [ 0.19736587 -0.09551294]
 [-0.19505509 -0.1236502 ]
 [ 0.03785279 -0.40220071]
 [ 0.03303563 -0.12038507]
 [-0.06690298 -0.03909909]
 [-0.0352922  -0.04554924]
 [ 0.11677262  0.08077574]
 [ 0.00857999  0.07164244]
 [-0.11633414  0.12243009]
 [ 0.04463928  0.13334657]
 [ 0.12124484  0.09255436]
 [-0.04436319 -0.16163824]
 [ 0.07337604  0.04678948]
 [-0.09074892  0.22298312]
 [ 0.10823426 -0.163431  ]
 [-0.02330764 -0.14087221]
 [ 0.06839581 -0.0479834 ]
 [ 0.04331346 -0.11031085]
 [-0.019083    0.40257623]
 [-0.02311449 -0.16732634]
 [ 0.01013658  0.09161778]
 [-0.18672497  0.19471396]
 [-0.08151283  0.25201872]
 [-0.12084527  0.0197062 ]
 [-0.13840806  0.16348403]
 [-0.10204009 -0.11403574]
 [-0.04324386  0.06891561]
 [ 0.02622151 -0.00072646]
 [-0.09788829 -0.16744223]
 [-0.16875233  0.16712163]
 [ 0.13185219 -0.12526085]
 [ 0.07420033 -0.06222525]
 [ 0.03580455 -0.04701765]
 [ 0.061641   -0.22811556]
 [ 0.08801598 -0.16448141]
 [ 0.11189672 -0.0529898 ]
 [ 0.09564163 -0.12536328]
 [-0.06673937 -0.0422932 ]
 [ 0.09471245 -0.10237094]
 [ 0.05690285  0.19495684]
 [-0.1141134   0.01439508]
 [ 0.07160197 -0.0576581 ]
 [ 0.05751982  0.02614369]
 [ 0.11382697  0.0486383 ]
 [ 0.20126303 -0.17899187]
 [ 0.06931521  0.02248533]
 [ 0.19963013  0.03607121]
 [-0.10285403  0.00909765]
 [ 0.02505084 -0.08698748]]
[[ 0.7414737 ]
 [-1.12554959]]
Progress: 99.0% ... Training loss: 0.727 ... Validation loss: 1.227
In [13]:
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim()

Check out your predictions

Here, use the test data to view how well your network is modeling the data. If something is completely wrong here, make sure each step in your network is implemented correctly.

In [14]:
fig, ax = plt.subplots(figsize=(8,4))

mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()

dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)
/anaconda3/envs/dlnd/lib/python3.6/site-packages/ipykernel_launcher.py:10: DeprecationWarning: 
.ix is deprecated. Please use
.loc for label based indexing or
.iloc for positional indexing

See the documentation here:
http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated
  # Remove the CWD from sys.path while we load stuff.

OPTIONAL: Thinking about your results(this question will not be evaluated in the rubric).

Answer these questions about your results. How well does the model predict the data? Where does it fail? Why does it fail where it does?

Note: You can edit the text in this cell by double clicking on it. When you want to render the text, press control + enter

Your answer below

The model does a good job in predicting trends, but not really with the absolute numbers, when the real data has spikes the model is able to follow the trend, but not really predict the intensity of it. All the values are normalized around the same parameters, by slowly moving our steps we cannot adapt to the quick changes in values.

Also an additional point which I did not fully understand, in my code I have for example the following:

    hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
    hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer

    final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
    final_outputs = final_inputs # signals from final output layer

Now, this was not my first guess, my first guess was to actually use the activation function on both, hidden_outputs and final_outputs, why is it that the calculations are different? something similar occurs when calculating the error:

    output_error_term = error # * final_outputs * (1 - final_outputs)
    hidden_error_term = hidden_error * hidden_outputs * (1 - hidden_outputs)

Thanks